{"id":"W6921168561","doi":"10.6084/m9.figshare.c.6033762","title":"CFTR heterozygosity in severe asthma with recurrent airway infections: a retrospective review","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hypertonic saline; Sputum; Asthma; Neutrophilia; Cystic fibrosis; Bronchiectasis; Airway; Bronchitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009981575,0.0002431216,0.0007529653,0.002868761,0.0003327178,0.000553516,0.0004826305,0.0006089276,0.001154143],"category_scores_gemma":[0.00275726,0.0002916997,0.0005933678,0.003384743,0.0003767887,0.0005755597,0.0003690318,0.0002617028,0.000328542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701039,"about_ca_system_score_gemma":0.0006762897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012554,"about_ca_topic_score_gemma":0.001959191,"domain_scores_codex":[0.9987778,0.0002300147,0.0004190407,0.0002343443,0.0002479182,0.00009099309],"domain_scores_gemma":[0.9954933,0.001136604,0.002658314,0.0001541732,0.0003841624,0.0001734428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001524065,0.00004706935,0.9596802,0.003124495,0.0003083466,0.01358349,0.0002750273,0.00005160129,0.0008525678,0.000100163,0.00116148,0.02066306],"study_design_scores_gemma":[0.00002593367,0.0003048935,0.8997308,0.002157072,0.0005656368,0.09016659,0.0008321215,0.0001299842,0.0003611682,0.00004979505,0.00565578,0.00002026123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7538147,0.242267,0.0003299678,0.0002589748,0.00008528423,0.0001616291,0.001509913,0.00002051101,0.001552001],"genre_scores_gemma":[0.9443448,0.05402698,0.0002955072,0.0002204691,0.0001263109,0.00007120745,0.0007456525,0.000005028362,0.0001640497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002868761,"threshold_uncertainty_score":0.005278826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893389768658582,"score_gpt":0.2544533742162181,"score_spread":0.2355194765296322,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}